![](https://cdn.prod.website-files.com/6645c0129428882861d078b8/66603a39bd44aeb85269ceea_655df7e9805dd2bd768367ef_llamaindex-removebg-preview.png)
![](https://cdn.prod.website-files.com/6645c0129428882861d078b8/66603a0e944f8fe9cc0a4653_65789800d4a09cf4c88377f1_honeycomb-logos-idAjouKGov-removebg-preview.png)
Observability for LlamaIndex with Honeycomb
OpenLLMetry lets you trace workflows and RAG pipelines build with LlamaIndex. With 5 minutes of work you can get complete view of your system directly into Honeycomb. See how below.
Discover use cases
![](https://cdn.prod.website-files.com/6645c0129428882861d078b8/66603ad8ea6b213c3064513a_655dfebf4b872524f6fc93f3_nirga_configuration_panel_oddly_satisfying_41d7a1b7-8dd6-467d-b38f-50a8380122d0.png)
Trace a LlamaIndex-based RAG pipeline
Build a RAG pipeline with Chroma and LlamaIndex. See vectors returned from Chroma, full prompt in OpenAI and responses as traces
![](https://cdn.prod.website-files.com/6645c0129428882861d078b8/66603ad8af88a6244b196350_65e47ee79240cc1f7eaadafd_nirga_configuration_panel_liquify_ee7a4e73-c0de-4476-b5f7-9aea175984cb.png)
Trace a LlamaIndex-based Agent
Build an agent with LlamaIndex. See everything your agent does including call to tools, HTTP requests, and database call as full traces